Profiling week1

Dataset statistics

Number of variables	32
Number of observations	8557
Missing cells	58279
Missing cells (%)	21.3%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	2.1 MiB
Average record size in memory	256.0 B

Variable types

Numeric	13
Categorical	19

Alerts

`foulName3` has constant value "Illegal Contact"	Constant
`foulNFLId3` has constant value "46190.0"	Constant
`playDescription` has a high cardinality: 8555 distinct values	High cardinality
`gameClock` has a high cardinality: 898 distinct values	High cardinality
`playId` is highly correlated with `quarter` and 2 other fields	High correlation
`quarter` is highly correlated with `playId` and 2 other fields	High correlation
`preSnapHomeScore` is highly correlated with `playId` and 3 other fields	High correlation
`preSnapVisitorScore` is highly correlated with `playId` and 4 other fields	High correlation
`penaltyYards` is highly correlated with `playResult` and 2 other fields	High correlation
`prePenaltyPlayResult` is highly correlated with `passResult` and 1 other fields	High correlation
`playResult` is highly correlated with `passResult` and 3 other fields	High correlation
`foulNFLId1` is highly correlated with `foulName2` and 1 other fields	High correlation
`foulNFLId2` is highly correlated with `defensiveTeam` and 5 other fields	High correlation
`pff_passCoverage` is highly correlated with `personnelO` and 3 other fields	High correlation
`pff_playAction` is highly correlated with `offenseFormation` and 3 other fields	High correlation
`pff_passCoverageType` is highly correlated with `yardlineNumber` and 2 other fields	High correlation
`possessionTeam` is highly correlated with `defensiveTeam` and 2 other fields	High correlation
`offenseFormation` is highly correlated with `foulName2` and 5 other fields	High correlation
`yardlineSide` is highly correlated with `possessionTeam` and 1 other fields	High correlation
`gameId` is highly correlated with `foulName2`	High correlation
`down` is highly correlated with `yardsToGo` and 1 other fields	High correlation
`yardsToGo` is highly correlated with `down`	High correlation
`defensiveTeam` is highly correlated with `possessionTeam` and 5 other fields	High correlation
`yardlineNumber` is highly correlated with `absoluteYardlineNumber` and 1 other fields	High correlation
`passResult` is highly correlated with `prePenaltyPlayResult` and 2 other fields	High correlation
`foulName1` is highly correlated with `passResult` and 4 other fields	High correlation
`foulName2` is highly correlated with `gameId` and 8 other fields	High correlation
`absoluteYardlineNumber` is highly correlated with `yardlineNumber` and 1 other fields	High correlation
`personnelO` is highly correlated with `possessionTeam` and 5 other fields	High correlation
`defendersInBox` is highly correlated with `offenseFormation` and 4 other fields	High correlation
`personnelD` is highly correlated with `defensiveTeam` and 5 other fields	High correlation
`dropBackType` is highly correlated with `foulName2` and 1 other fields	High correlation
`yardlineSide` has 125 (1.5%) missing values	Missing
`penaltyYards` has 7801 (91.2%) missing values	Missing
`foulName1` has 7821 (91.4%) missing values	Missing
`foulNFLId1` has 7821 (91.4%) missing values	Missing
`foulName2` has 8527 (99.6%) missing values	Missing
`foulNFLId2` has 8527 (99.6%) missing values	Missing
`foulName3` has 8556 (> 99.9%) missing values	Missing
`foulNFLId3` has 8556 (> 99.9%) missing values	Missing
`dropBackType` has 528 (6.2%) missing values	Missing
`playDescription` is uniformly distributed	Uniform
`preSnapHomeScore` has 1648 (19.3%) zeros	Zeros
`preSnapVisitorScore` has 1985 (23.2%) zeros	Zeros
`penaltyYards` has 140 (1.6%) zeros	Zeros
`prePenaltyPlayResult` has 3034 (35.5%) zeros	Zeros
`playResult` has 2718 (31.8%) zeros	Zeros

Reproduction

Analysis started	2022-11-02 14:54:09.625626
Analysis finished	2022-11-02 14:54:38.098363
Duration	28.47 seconds
Software version	pandas-profiling v3.4.0
Download configuration	config.json

gameId
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	122
Distinct (%)	1.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2021097803

Minimum	2021090900
Maximum	2021110100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	2021090900
5-th percentile	2021091204
Q1	2021091913
median	2021100312
Q3	2021101710
95-th percentile	2021103108
Maximum	2021110100
Range	19200
Interquartile range (IQR)	9797

Descriptive statistics

Standard deviation	4970.469529
Coefficient of variation (CV)	2.459291936 × 10^-6
Kurtosis	-1.532353115
Mean	2021097803
Median Absolute Deviation (MAD)	2790
Skewness	-0.236761947
Sum	1.72945339 × 10¹³
Variance	24705567.34
Monotonicity	Increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
2021090900	97	1.1%
2021092610	97	1.1%
2021091300	95	1.1%
2021091204	89	1.0%
2021102400	88	1.0%
2021100307	86	1.0%
2021100313	86	1.0%
2021101700	86	1.0%
2021102405	86	1.0%
2021091910	85	1.0%
Other values (112)	7662	89.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2021090900	97	1.1%
2021091200	73	0.9%
2021091201	81	0.9%
2021091202	72	0.8%
2021091203	76	0.9%
2021091204	89	1.0%
2021091205	79	0.9%
2021091206	64	0.7%
2021091207	67	0.8%
2021091208	71	0.8%

Value	Count	Frequency (%)
2021110100	74	0.9%
2021103112	82	1.0%
2021103111	76	0.9%
2021103110	65	0.8%
2021103109	74	0.9%
2021103108	75	0.9%
2021103107	78	0.9%
2021103106	84	1.0%
2021103105	66	0.8%
2021103104	55	0.6%

playId
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	3762
Distinct (%)	44.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2159.218418

Minimum	54
Maximum	5223
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	54
5-th percentile	242
Q1	1127
median	2156
Q3	3196
95-th percentile	4052.4
Maximum	5223
Range	5169
Interquartile range (IQR)	2069

Descriptive statistics

Standard deviation	1222.791529
Coefficient of variation (CV)	0.5663121057
Kurtosis	-1.100312587
Mean	2159.218418
Median Absolute Deviation (MAD)	1035
Skewness	0.03489208885
Sum	18476432
Variance	1495219.123
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76	15	0.2%
55	13	0.2%
100	10	0.1%
62	10	0.1%
3261	10	0.1%
620	9	0.1%
2903	9	0.1%
2641	8	0.1%
2506	7	0.1%
2881	7	0.1%
Other values (3752)	8459	98.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
54	6	0.1%
55	13	0.2%
56	6	0.1%
59	2	< 0.1%
61	1	< 0.1%
62	10	0.1%
63	3	< 0.1%
64	1	< 0.1%
65	1	< 0.1%
69	1	< 0.1%

Value	Count	Frequency (%)
5223	1	< 0.1%
5153	1	< 0.1%
5133	1	< 0.1%
5108	1	< 0.1%
5087	1	< 0.1%
5073	1	< 0.1%
5051	1	< 0.1%
5036	1	< 0.1%
5010	1	< 0.1%
4953	1	< 0.1%

playDescription
Categorical

HIGH CARDINALITY
UNIFORM

Distinct	8555
Distinct (%)	> 99.9%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

TWO-POINT CONVERSION ATTEMPT. L.Jackson pass to M.Andrews is complete. ATTEMPT SUCCEEDS.	2
TWO-POINT CONVERSION ATTEMPT. M.Jones pass to J.Meyers is complete. ATTEMPT SUCCEEDS.	2
(13:54) (Shotgun) T.Lawrence pass deep right to J.Agnew to MIA 40 for 29 yards (J.Holland) [A.Van Ginkel].	1
(13:59) (Shotgun) T.Lawrence pass incomplete short left to J.Hollister (A.Van Ginkel).	1
(14:54) T.Lawrence pass short middle to C.Manhertz to JAX 36 for 11 yards (J.Baker; E.Roberts).	1
Other values (8550)	8550

Length

Max length	540
Median length	275
Mean length	97.00724553
Min length	41

Characters and Unicode

Total characters	830091
Distinct characters	75
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8553 ?
Unique (%)	> 99.9%

Sample

1st row	(13:33) (Shotgun) T.Brady pass incomplete deep right to C.Godwin.
2nd row	(13:18) (Shotgun) D.Prescott pass deep left to A.Cooper pushed ob at DAL 30 for 28 yards (A.Winfield).
3rd row	(12:23) (Shotgun) D.Prescott pass short middle to D.Schultz to DAL 39 for 5 yards (D.White).
4th row	(9:56) D.Prescott pass incomplete deep left to C.Lamb.
5th row	(9:46) (Shotgun) D.Prescott pass incomplete short left to C.Lamb [L.David].

Common Values

Value	Count	Frequency (%)
TWO-POINT CONVERSION ATTEMPT. L.Jackson pass to M.Andrews is complete. ATTEMPT SUCCEEDS.	2	< 0.1%
TWO-POINT CONVERSION ATTEMPT. M.Jones pass to J.Meyers is complete. ATTEMPT SUCCEEDS.	2	< 0.1%
(13:54) (Shotgun) T.Lawrence pass deep right to J.Agnew to MIA 40 for 29 yards (J.Holland) [A.Van Ginkel].	1	< 0.1%
(13:59) (Shotgun) T.Lawrence pass incomplete short left to J.Hollister (A.Van Ginkel).	1	< 0.1%
(14:54) T.Lawrence pass short middle to C.Manhertz to JAX 36 for 11 yards (J.Baker; E.Roberts).	1	< 0.1%
(:10) (Shotgun) T.Tagovailoa pass short right to M.Gesicki ran ob at JAX 40 for 8 yards.	1	< 0.1%
(:26) (Shotgun) T.Tagovailoa pass short right to M.Brown to JAX 48 for 7 yards (S.Griffin).	1	< 0.1%
(:35) (Shotgun) T.Tagovailoa pass deep right to M.Hollins pushed ob at MIA 45 for 20 yards (R.Ford).	1	< 0.1%
(13:31) (Shotgun) T.Lawrence pass short left to M.Jones to JAX 20 for 4 yards (J.Baker).	1	< 0.1%
(:40) (Shotgun) T.Tagovailoa pass incomplete deep middle to D.Smythe.	1	< 0.1%
Other values (8545)	8545	99.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
to	10844	8.3%
pass	7951	6.1%
shotgun	7043	5.4%
yards	6286	4.8%
for	6064	4.6%
short	5909	4.5%
right	3246	2.5%
left	2911	2.2%
at	2870	2.2%
incomplete	2778	2.1%
Other values (3148)	74889	57.3%

Most occurring characters

Value	Count	Frequency (%)
	122572	14.8%
o	51263	6.2%
t	44513	5.4%
s	42959	5.2%
e	39506	4.8%
r	37834	4.6%
.	35948	4.3%
a	33475	4.0%
n	28470	3.4%
d	23183	2.8%
Other values (65)	370368	44.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	460852	55.5%
Space Separator	122572	14.8%
Uppercase Letter	99625	12.0%
Decimal Number	49616	6.0%
Other Punctuation	49150	5.9%
Close Punctuation	22775	2.7%
Open Punctuation	22775	2.7%
Dash Punctuation	2725	0.3%
Math Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	51263	11.1%
t	44513	9.7%
s	42959	9.3%
e	39506	8.6%
r	37834	8.2%
a	33475	7.3%
n	28470	6.2%
d	23183	5.0%
h	21777	4.7%
l	21296	4.6%
Other values (16)	116576	25.3%

Uppercase Letter

Value	Count	Frequency (%)
S	10934	11.0%
J	7230	7.3%
T	6996	7.0%
A	6448	6.5%
D	6373	6.4%
C	5983	6.0%
N	5741	5.8%
M	5488	5.5%
H	5247	5.3%
B	4691	4.7%
Other values (16)	34494	34.6%

Decimal Number

Value	Count	Frequency (%)
1	10259	20.7%
2	6648	13.4%
3	6454	13.0%
4	6439	13.0%
5	4696	9.5%
0	4564	9.2%
7	2682	5.4%
6	2646	5.3%
8	2614	5.3%
9	2614	5.3%

Other Punctuation

Value	Count	Frequency (%)
.	35948	73.1%
:	8537	17.4%
,	4153	8.4%
;	474	1.0%
#	28	0.1%
'	10	< 0.1%

Close Punctuation

Value	Count	Frequency (%)
)	21921	96.3%
]	854	3.7%

Open Punctuation

Value	Count	Frequency (%)
(	21921	96.3%
[	854	3.7%

Space Separator

Value	Count	Frequency (%)
	122572	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2725	100.0%

Math Symbol

Value	Count	Frequency (%)
=	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	560477	67.5%
Common	269614	32.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	51263	9.1%
t	44513	7.9%
s	42959	7.7%
e	39506	7.0%
r	37834	6.8%
a	33475	6.0%
n	28470	5.1%
d	23183	4.1%
h	21777	3.9%
l	21296	3.8%
Other values (42)	216201	38.6%

Common

Value	Count	Frequency (%)
	122572	45.5%
.	35948	13.3%
)	21921	8.1%
(	21921	8.1%
1	10259	3.8%
:	8537	3.2%
2	6648	2.5%
3	6454	2.4%
4	6439	2.4%
5	4696	1.7%
Other values (13)	24219	9.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	830091	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	122572	14.8%
o	51263	6.2%
t	44513	5.4%
s	42959	5.2%
e	39506	4.8%
r	37834	4.6%
.	35948	4.3%
a	33475	4.0%
n	28470	3.4%
d	23183	2.8%
Other values (65)	370368	44.6%

quarter
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

4	2446
2	2441
3	1837
1	1735
5	98

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8557
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
4	2446	28.6%
2	2441	28.5%
3	1837	21.5%
1	1735	20.3%
5	98	1.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
4	2446	28.6%
2	2441	28.5%
3	1837	21.5%
1	1735	20.3%
5	98	1.1%

Most occurring characters

Value	Count	Frequency (%)
4	2446	28.6%
2	2441	28.5%
3	1837	21.5%
1	1735	20.3%
5	98	1.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8557	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	2446	28.6%
2	2441	28.5%
3	1837	21.5%
1	1735	20.3%
5	98	1.1%

Most occurring scripts

Value	Count	Frequency (%)
Common	8557	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
4	2446	28.6%
2	2441	28.5%
3	1837	21.5%
1	1735	20.3%
5	98	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8557	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
4	2446	28.6%
2	2441	28.5%
3	1837	21.5%
1	1735	20.3%
5	98	1.1%

down
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

1	3071
2	2826
3	2394
4	231
0	35

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8557
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	1
3rd row	2
4th row	1
5th row	3

Common Values

Value	Count	Frequency (%)
1	3071	35.9%
2	2826	33.0%
3	2394	28.0%
4	231	2.7%
0	35	0.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
1	3071	35.9%
2	2826	33.0%
3	2394	28.0%
4	231	2.7%
0	35	0.4%

Most occurring characters

Value	Count	Frequency (%)
1	3071	35.9%
2	2826	33.0%
3	2394	28.0%
4	231	2.7%
0	35	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8557	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	3071	35.9%
2	2826	33.0%
3	2394	28.0%
4	231	2.7%
0	35	0.4%

Most occurring scripts

Value	Count	Frequency (%)
Common	8557	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	3071	35.9%
2	2826	33.0%
3	2394	28.0%
4	231	2.7%
0	35	0.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8557	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	3071	35.9%
2	2826	33.0%
3	2394	28.0%
4	231	2.7%
0	35	0.4%

yardsToGo
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	32
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	8.724319271

Minimum	0
Maximum	39
Zeros	35
Zeros (%)	0.4%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	0
5-th percentile	2
Q1	6
median	10
Q3	10
95-th percentile	15
Maximum	39
Range	39
Interquartile range (IQR)	4

Descriptive statistics

Standard deviation	3.913072951
Coefficient of variation (CV)	0.4485247307
Kurtosis	2.786182898
Mean	8.724319271
Median Absolute Deviation (MAD)	1
Skewness	0.6844839607
Sum	74654
Variance	15.31213992
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=32)

Value	Count	Frequency (%)
10	3722	43.5%
7	509	5.9%
6	494	5.8%
8	480	5.6%
5	472	5.5%
9	424	5.0%
4	410	4.8%
3	347	4.1%
2	296	3.5%
11	220	2.6%
Other values (22)	1183	13.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	35	0.4%
1	214	2.5%
2	296	3.5%
3	347	4.1%
4	410	4.8%
5	472	5.5%
6	494	5.8%
7	509	5.9%
8	480	5.6%
9	424	5.0%

Value	Count	Frequency (%)
39	1	< 0.1%
32	1	< 0.1%
30	3	< 0.1%
29	1	< 0.1%
28	6	0.1%
26	7	0.1%
25	14	0.2%
24	7	0.1%
23	8	0.1%
22	12	0.1%

possessionTeam
Categorical

HIGH CORRELATION

Distinct	32
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

KC	339
DET	328
TB	309
MIA	309
NYG	299
Other values (27)	6973

Length

Max length	3
Median length	3
Mean length	2.754937478
Min length	2

Characters and Unicode

Total characters	23574
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TB
2nd row	DAL
3rd row	DAL
4th row	DAL
5th row	DAL

Common Values

Value	Count	Frequency (%)
KC	339	4.0%
DET	328	3.8%
TB	309	3.6%
MIA	309	3.6%
NYG	299	3.5%
WAS	298	3.5%
CAR	294	3.4%
DEN	292	3.4%
ATL	289	3.4%
NE	286	3.3%
Other values (22)	5514	64.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
kc	339	4.0%
det	328	3.8%
tb	309	3.6%
mia	309	3.6%
nyg	299	3.5%
was	298	3.5%
car	294	3.4%
den	292	3.4%
atl	289	3.4%
ne	286	3.3%
Other values (22)	5514	64.4%

Most occurring characters

Value	Count	Frequency (%)
A	2979	12.6%
N	2398	10.2%
I	2055	8.7%
L	1859	7.9%
E	1665	7.1%
C	1662	7.1%
T	1441	6.1%
D	1139	4.8%
B	1060	4.5%
H	754	3.2%
Other values (14)	6562	27.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	23574	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2979	12.6%
N	2398	10.2%
I	2055	8.7%
L	1859	7.9%
E	1665	7.1%
C	1662	7.1%
T	1441	6.1%
D	1139	4.8%
B	1060	4.5%
H	754	3.2%
Other values (14)	6562	27.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23574	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2979	12.6%
N	2398	10.2%
I	2055	8.7%
L	1859	7.9%
E	1665	7.1%
C	1662	7.1%
T	1441	6.1%
D	1139	4.8%
B	1060	4.5%
H	754	3.2%
Other values (14)	6562	27.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23574	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2979	12.6%
N	2398	10.2%
I	2055	8.7%
L	1859	7.9%
E	1665	7.1%
C	1662	7.1%
T	1441	6.1%
D	1139	4.8%
B	1060	4.5%
H	754	3.2%
Other values (14)	6562	27.8%

defensiveTeam
Categorical

HIGH CORRELATION

Distinct	32
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

CIN	331
TB	324
LA	318
TEN	316
WAS	308
Other values (27)	6960

Length

Max length	3
Median length	3
Mean length	2.738226014
Min length	2

Characters and Unicode

Total characters	23431
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	DAL
2nd row	TB
3rd row	TB
4th row	TB
5th row	TB

Common Values

Value	Count	Frequency (%)
CIN	331	3.9%
TB	324	3.8%
LA	318	3.7%
TEN	316	3.7%
WAS	308	3.6%
SEA	306	3.6%
MIA	295	3.4%
NYG	288	3.4%
NE	282	3.3%
GB	279	3.3%
Other values (22)	5510	64.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cin	331	3.9%
tb	324	3.8%
la	318	3.7%
ten	316	3.7%
was	308	3.6%
sea	306	3.6%
mia	295	3.4%
nyg	288	3.4%
ne	282	3.3%
gb	279	3.3%
Other values (22)	5510	64.4%

Most occurring characters

Value	Count	Frequency (%)
A	2953	12.6%
N	2520	10.8%
I	2161	9.2%
L	1828	7.8%
E	1655	7.1%
C	1586	6.8%
T	1341	5.7%
B	1110	4.7%
D	1019	4.3%
S	844	3.6%
Other values (14)	6414	27.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	23431	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2953	12.6%
N	2520	10.8%
I	2161	9.2%
L	1828	7.8%
E	1655	7.1%
C	1586	6.8%
T	1341	5.7%
B	1110	4.7%
D	1019	4.3%
S	844	3.6%
Other values (14)	6414	27.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23431	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2953	12.6%
N	2520	10.8%
I	2161	9.2%
L	1828	7.8%
E	1655	7.1%
C	1586	6.8%
T	1341	5.7%
B	1110	4.7%
D	1019	4.3%
S	844	3.6%
Other values (14)	6414	27.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23431	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2953	12.6%
N	2520	10.8%
I	2161	9.2%
L	1828	7.8%
E	1655	7.1%
C	1586	6.8%
T	1341	5.7%
B	1110	4.7%
D	1019	4.3%
S	844	3.6%
Other values (14)	6414	27.4%

yardlineSide
Categorical

HIGH CORRELATION
MISSING

Distinct	32
Distinct (%)	0.4%
Missing	125
Missing (%)	1.5%
Memory size	67.0 KiB

NYG	308
MIA	308
KC	307
NYJ	306
WAS	301
Other values (27)	6902

Length

Max length	3
Median length	3
Mean length	2.755811195
Min length	2

Characters and Unicode

Total characters	23237
Distinct characters	24
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TB
2nd row	DAL
3rd row	DAL
4th row	TB
5th row	TB

Common Values

Value	Count	Frequency (%)
NYG	308	3.6%
MIA	308	3.6%
KC	307	3.6%
NYJ	306	3.6%
WAS	301	3.5%
TB	295	3.4%
DEN	285	3.3%
CAR	282	3.3%
SEA	275	3.2%
DET	274	3.2%
Other values (22)	5491	64.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nyg	308	3.7%
mia	308	3.7%
kc	307	3.6%
nyj	306	3.6%
was	301	3.6%
tb	295	3.5%
den	285	3.4%
car	282	3.3%
sea	275	3.3%
det	274	3.2%
Other values (22)	5491	65.1%

Most occurring characters

Value	Count	Frequency (%)
A	2924	12.6%
N	2422	10.4%
I	2112	9.1%
L	1756	7.6%
C	1620	7.0%
E	1593	6.9%
T	1350	5.8%
D	1051	4.5%
B	1018	4.4%
S	800	3.4%
Other values (14)	6591	28.4%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	23237	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
A	2924	12.6%
N	2422	10.4%
I	2112	9.1%
L	1756	7.6%
C	1620	7.0%
E	1593	6.9%
T	1350	5.8%
D	1051	4.5%
B	1018	4.4%
S	800	3.4%
Other values (14)	6591	28.4%

Most occurring scripts

Value	Count	Frequency (%)
Latin	23237	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
A	2924	12.6%
N	2422	10.4%
I	2112	9.1%
L	1756	7.6%
C	1620	7.0%
E	1593	6.9%
T	1350	5.8%
D	1051	4.5%
B	1018	4.4%
S	800	3.4%
Other values (14)	6591	28.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	23237	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
A	2924	12.6%
N	2422	10.4%
I	2112	9.1%
L	1756	7.6%
C	1620	7.0%
E	1593	6.9%
T	1350	5.8%
D	1051	4.5%
B	1018	4.4%
S	800	3.4%
Other values (14)	6591	28.4%

yardlineNumber
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	50
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29.90650929

Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	1
5-th percentile	7
Q1	22
median	30
Q3	40
95-th percentile	48
Maximum	50
Range	49
Interquartile range (IQR)	18

Descriptive statistics

Standard deviation	12.5076751
Coefficient of variation (CV)	0.4182258443
Kurtosis	-0.7178470225
Mean	29.90650929
Median Absolute Deviation (MAD)	10
Skewness	-0.3446536284
Sum	255910
Variance	156.4419364
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
25	655	7.7%
40	270	3.2%
38	251	2.9%
48	241	2.8%
49	229	2.7%
45	228	2.7%
33	227	2.7%
36	225	2.6%
32	224	2.6%
30	220	2.6%
Other values (40)	5787	67.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	50	0.6%
2	73	0.9%
3	72	0.8%
4	55	0.6%
5	88	1.0%
6	70	0.8%
7	70	0.8%
8	77	0.9%
9	98	1.1%
10	108	1.3%

Value	Count	Frequency (%)
50	125	1.5%
49	229	2.7%
48	241	2.8%
47	212	2.5%
46	184	2.2%
45	228	2.7%
44	216	2.5%
43	196	2.3%
42	217	2.5%
41	202	2.4%

gameClock
Categorical

HIGH CARDINALITY

Distinct	898
Distinct (%)	10.5%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

15:00	172
02:00	96
00:24	28
00:19	26
00:37	25
Other values (893)	8210

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	42785
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	9 ?
Unique (%)	0.1%

Sample

1st row	13:33
2nd row	13:18
3rd row	12:23
4th row	09:56
5th row	09:46

Common Values

Value	Count	Frequency (%)
15:00	172	2.0%
02:00	96	1.1%
00:24	28	0.3%
00:19	26	0.3%
00:37	25	0.3%
00:23	24	0.3%
00:31	24	0.3%
00:10	24	0.3%
01:56	21	0.2%
01:54	21	0.2%
Other values (888)	8096	94.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
15:00	172	2.0%
02:00	96	1.1%
00:24	28	0.3%
00:19	26	0.3%
00:37	25	0.3%
00:23	24	0.3%
00:31	24	0.3%
00:10	24	0.3%
01:56	21	0.2%
01:54	21	0.2%
Other values (888)	8096	94.6%

Most occurring characters

Value	Count	Frequency (%)
0	10063	23.5%
:	8557	20.0%
1	6124	14.3%
2	3479	8.1%
3	3225	7.5%
4	3141	7.3%
5	2827	6.6%
7	1363	3.2%
9	1360	3.2%
8	1328	3.1%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	34228	80.0%
Other Punctuation	8557	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	10063	29.4%
1	6124	17.9%
2	3479	10.2%
3	3225	9.4%
4	3141	9.2%
5	2827	8.3%
7	1363	4.0%
9	1360	4.0%
8	1328	3.9%
6	1318	3.9%

Other Punctuation

Value	Count	Frequency (%)
:	8557	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	42785	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	10063	23.5%
:	8557	20.0%
1	6124	14.3%
2	3479	8.1%
3	3225	7.5%
4	3141	7.3%
5	2827	6.6%
7	1363	3.2%
9	1360	3.2%
8	1328	3.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	42785	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	10063	23.5%
:	8557	20.0%
1	6124	14.3%
2	3479	8.1%
3	3225	7.5%
4	3141	7.3%
5	2827	6.6%
7	1363	3.2%
9	1360	3.2%
8	1328	3.1%

preSnapHomeScore
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	42
Distinct (%)	0.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.66530326

Minimum	0
Maximum	54
Zeros	1648
Zeros (%)	19.3%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	10
Q3	17
95-th percentile	30
Maximum	54
Range	54
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	9.816987241
Coefficient of variation (CV)	0.8415543961
Kurtosis	0.04965728877
Mean	11.66530326
Median Absolute Deviation (MAD)	7
Skewness	0.7650662064
Sum	99820
Variance	96.37323849
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
0	1648	19.3%
7	1310	15.3%
3	707	8.3%
10	675	7.9%
14	626	7.3%
17	585	6.8%
13	420	4.9%
24	358	4.2%
6	251	2.9%
21	248	2.9%
Other values (32)	1729	20.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1648	19.3%
2	8	0.1%
3	707	8.3%
5	39	0.5%
6	251	2.9%
7	1310	15.3%
9	50	0.6%
10	675	7.9%
11	32	0.4%
12	61	0.7%

Value	Count	Frequency (%)
54	2	< 0.1%
48	2	< 0.1%
47	14	0.2%
45	5	0.1%
43	8	0.1%
41	27	0.3%
40	5	0.1%
38	18	0.2%
37	22	0.3%
36	38	0.4%

preSnapVisitorScore
Real number (ℝ_≥0)

HIGH CORRELATION
ZEROS

Distinct	38
Distinct (%)	0.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	11.26446184

Minimum	0
Maximum	44
Zeros	1985
Zeros (%)	23.2%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	3
median	10
Q3	17
95-th percentile	31
Maximum	44
Range	44
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	10.02541489
Coefficient of variation (CV)	0.8900038929
Kurtosis	-0.07558882397
Mean	11.26446184
Median Absolute Deviation (MAD)	7
Skewness	0.7700053555
Sum	96390
Variance	100.5089438
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=38)

Value	Count	Frequency (%)
0	1985	23.2%
7	1170	13.7%
3	680	7.9%
14	668	7.8%
10	535	6.3%
17	513	6.0%
13	315	3.7%
21	254	3.0%
24	249	2.9%
6	232	2.7%
Other values (28)	1956	22.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	1985	23.2%
2	3	< 0.1%
3	680	7.9%
5	48	0.6%
6	232	2.7%
7	1170	13.7%
8	37	0.4%
9	117	1.4%
10	535	6.3%
11	31	0.4%

Value	Count	Frequency (%)
44	2	< 0.1%
42	18	0.2%
41	58	0.7%
38	84	1.0%
37	15	0.2%
35	41	0.5%
34	48	0.6%
33	27	0.3%
31	149	1.7%
30	43	0.5%

passResult
Categorical

HIGH CORRELATION

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

C	4620
I	2755
S	543
R	449
IN	190

Length

Max length	2
Median length	1
Mean length	1.022204043
Min length	1

Characters and Unicode

Total characters	8747
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	I
2nd row	C
3rd row	C
4th row	I
5th row	I

Common Values

Value	Count	Frequency (%)
C	4620	54.0%
I	2755	32.2%
S	543	6.3%
R	449	5.2%
IN	190	2.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
c	4620	54.0%
i	2755	32.2%
s	543	6.3%
r	449	5.2%
in	190	2.2%

Most occurring characters

Value	Count	Frequency (%)
C	4620	52.8%
I	2945	33.7%
S	543	6.2%
R	449	5.1%
N	190	2.2%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	8747	100.0%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	4620	52.8%
I	2945	33.7%
S	543	6.2%
R	449	5.1%
N	190	2.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	8747	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
C	4620	52.8%
I	2945	33.7%
S	543	6.2%
R	449	5.1%
N	190	2.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8747	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
C	4620	52.8%
I	2945	33.7%
S	543	6.2%
R	449	5.1%
N	190	2.2%

penaltyYards
Real number (ℝ)

HIGH CORRELATION
MISSING
ZEROS

Distinct	60
Distinct (%)	7.9%
Missing	7801
Missing (%)	91.2%
Infinite	0
Infinite (%)	0.0%
Mean	3.534391534

Minimum	-18
Maximum	50
Zeros	140
Zeros (%)	1.6%
Negative	217
Negative (%)	2.5%
Memory size	67.0 KiB

Quantile statistics

Minimum	-18
5-th percentile	-10
Q1	-5
median	4
Q3	11.25
95-th percentile	22.25
Maximum	50
Range	68
Interquartile range (IQR)	16.25

Descriptive statistics

Standard deviation	11.62072286
Coefficient of variation (CV)	3.287899132
Kurtosis	1.261978765
Mean	3.534391534
Median Absolute Deviation (MAD)	9
Skewness	0.818334902
Sum	2672
Variance	135.0411998
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-10	145	1.7%
0	140	1.6%
5	120	1.4%
15	103	1.2%
-5	26	0.3%
-15	20	0.2%
4	18	0.2%
10	16	0.2%
8	13	0.2%
13	12	0.1%
Other values (50)	143	1.7%
(Missing)	7801	91.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-18	3	< 0.1%
-15	20	0.2%
-14	2	< 0.1%
-13	1	< 0.1%
-12	3	< 0.1%
-11	2	< 0.1%
-10	145	1.7%
-9	2	< 0.1%
-8	1	< 0.1%
-7	1	< 0.1%

Value	Count	Frequency (%)
50	1	< 0.1%
48	1	< 0.1%
47	1	< 0.1%
46	1	< 0.1%
45	2	< 0.1%
43	1	< 0.1%
42	1	< 0.1%
41	2	< 0.1%
40	1	< 0.1%
39	1	< 0.1%

prePenaltyPlayResult
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	98
Distinct (%)	1.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.500993339

Minimum	-34
Maximum	91
Zeros	3034
Zeros (%)	35.5%
Negative	569
Negative (%)	6.6%
Memory size	67.0 KiB

Quantile statistics

Minimum	-34
5-th percentile	-4
Q1	0
median	4
Q3	10
95-th percentile	25
Maximum	91
Range	125
Interquartile range (IQR)	10

Descriptive statistics

Standard deviation	10.19551301
Coefficient of variation (CV)	1.568300793
Kurtosis	7.809833747
Mean	6.500993339
Median Absolute Deviation (MAD)	4
Skewness	2.074674566
Sum	55629
Variance	103.9484855
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3034	35.5%
7	394	4.6%
6	378	4.4%
5	358	4.2%
8	333	3.9%
9	313	3.7%
4	300	3.5%
10	260	3.0%
11	244	2.9%
3	221	2.6%
Other values (88)	2722	31.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-34	1	< 0.1%
-24	1	< 0.1%
-18	1	< 0.1%
-17	2	< 0.1%
-16	3	< 0.1%
-15	4	< 0.1%
-14	8	0.1%
-13	14	0.2%
-12	19	0.2%
-11	21	0.2%

Value	Count	Frequency (%)
91	1	< 0.1%
84	1	< 0.1%
82	1	< 0.1%
79	1	< 0.1%
77	1	< 0.1%
76	1	< 0.1%
75	3	< 0.1%
73	1	< 0.1%
72	2	< 0.1%
71	1	< 0.1%

playResult
Real number (ℝ)

HIGH CORRELATION
ZEROS

Distinct	102
Distinct (%)	1.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	6.563982704

Minimum	-34
Maximum	91
Zeros	2718
Zeros (%)	31.8%
Negative	753
Negative (%)	8.8%
Memory size	67.0 KiB

Quantile statistics

Minimum	-34
5-th percentile	-7
Q1	0
median	5
Q3	11
95-th percentile	26
Maximum	91
Range	125
Interquartile range (IQR)	11

Descriptive statistics

Standard deviation	10.61126306
Coefficient of variation (CV)	1.616589125
Kurtosis	6.57288486
Mean	6.563982704
Median Absolute Deviation (MAD)	5
Skewness	1.821843643
Sum	56168
Variance	112.5989036
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2718	31.8%
5	438	5.1%
7	379	4.4%
6	369	4.3%
8	317	3.7%
9	317	3.7%
4	302	3.5%
10	258	3.0%
11	239	2.8%
3	216	2.5%
Other values (92)	3004	35.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-34	1	< 0.1%
-27	1	< 0.1%
-25	2	< 0.1%
-24	1	< 0.1%
-20	2	< 0.1%
-19	1	< 0.1%
-18	5	0.1%
-17	1	< 0.1%
-16	3	< 0.1%
-15	12	0.1%

Value	Count	Frequency (%)
91	1	< 0.1%
84	1	< 0.1%
82	1	< 0.1%
79	1	< 0.1%
77	1	< 0.1%
76	1	< 0.1%
75	3	< 0.1%
73	1	< 0.1%
72	2	< 0.1%
71	1	< 0.1%

foulName1
Categorical

HIGH CORRELATION
MISSING

Distinct	29
Distinct (%)	3.9%
Missing	7821
Missing (%)	91.4%
Memory size	67.0 KiB

Defensive Pass Interference	145
Offensive Holding	144
Defensive Holding	76
Roughing the Passer	61
Defensive Offside	48
Other values (24)	262

Length

Max length	37
Median length	29
Mean length	20.31929348
Min length	8

Characters and Unicode

Total characters	14955
Distinct characters	46
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	0.5%

Sample

1st row	Illegal Use of Hands
2nd row	Taunting
3rd row	Defensive Pass Interference
4th row	Defensive Holding
5th row	Defensive Pass Interference

Common Values

Value	Count	Frequency (%)
Defensive Pass Interference	145	1.7%
Offensive Holding	144	1.7%
Defensive Holding	76	0.9%
Roughing the Passer	61	0.7%
Defensive Offside	48	0.6%
Illegal Use of Hands	44	0.5%
Unnecessary Roughness	44	0.5%
Offensive Pass Interference	37	0.4%
Face Mask (15 Yards)	24	0.3%
Illegal Contact	21	0.2%
Other values (19)	92	1.1%
(Missing)	7821	91.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
defensive	269	14.3%
holding	220	11.7%
pass	198	10.5%
interference	182	9.6%
offensive	181	9.6%
illegal	93	4.9%
the	69	3.7%
roughing	61	3.2%
passer	61	3.2%
offside	48	2.5%
Other values (39)	505	26.8%

Most occurring characters

Value	Count	Frequency (%)
e	2451	16.4%
n	1479	9.9%
s	1351	9.0%
	1151	7.7%
f	966	6.5%
i	920	6.2%
a	613	4.1%
l	576	3.9%
r	543	3.6%
g	529	3.5%
Other values (36)	4376	29.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	11965	80.0%
Uppercase Letter	1743	11.7%
Space Separator	1151	7.7%
Decimal Number	48	0.3%
Close Punctuation	24	0.2%
Open Punctuation	24	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	2451	20.5%
n	1479	12.4%
s	1351	11.3%
f	966	8.1%
i	920	7.7%
a	613	5.1%
l	576	4.8%
r	543	4.5%
g	529	4.4%
o	517	4.3%
Other values (13)	2020	16.9%

Uppercase Letter

Value	Count	Frequency (%)
I	307	17.6%
D	280	16.1%
H	275	15.8%
P	259	14.9%
O	229	13.1%
R	105	6.0%
U	93	5.3%
C	39	2.2%
F	34	2.0%
M	28	1.6%
Other values (8)	94	5.4%

Decimal Number

Value	Count	Frequency (%)
5	24	50.0%
1	24	50.0%

Space Separator

Value	Count	Frequency (%)
	1151	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	24	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	24	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	13708	91.7%
Common	1247	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	2451	17.9%
n	1479	10.8%
s	1351	9.9%
f	966	7.0%
i	920	6.7%
a	613	4.5%
l	576	4.2%
r	543	4.0%
g	529	3.9%
o	517	3.8%
Other values (31)	3763	27.5%

Common

Value	Count	Frequency (%)
	1151	92.3%
5	24	1.9%
)	24	1.9%
1	24	1.9%
(	24	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	14955	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	2451	16.4%
n	1479	9.9%
s	1351	9.0%
	1151	7.7%
f	966	6.5%
i	920	6.2%
a	613	4.1%
l	576	3.9%
r	543	3.6%
g	529	3.5%
Other values (36)	4376	29.3%

foulNFLId1
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	486
Distinct (%)	66.0%
Missing	7821
Missing (%)	91.4%
Infinite	0
Infinite (%)	0.0%
Mean	45713.95788

Minimum	30869
Maximum	53957
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	30869
5-th percentile	37259.5
Q1	42460
median	45571
Q3	47929
95-th percentile	53476.75
Maximum	53957
Range	23088
Interquartile range (IQR)	5469

Descriptive statistics

Standard deviation	4839.306151
Coefficient of variation (CV)	0.1058605812
Kurtosis	-0.4819010833
Mean	45713.95788
Median Absolute Deviation (MAD)	2742.5
Skewness	-0.01906522559
Sum	33645473
Variance	23418884.02
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43313	6	0.1%
38673	6	0.1%
52459	6	0.1%
46119	5	0.1%
46775	5	0.1%
44839	5	0.1%
46132	4	< 0.1%
46152	4	< 0.1%
43356	4	< 0.1%
46187	4	< 0.1%
Other values (476)	687	8.0%
(Missing)	7821	91.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
30869	1	< 0.1%
33084	2	< 0.1%
33107	1	< 0.1%
34457	1	< 0.1%
34540	2	< 0.1%
35443	3	< 0.1%
35454	2	< 0.1%
35462	1	< 0.1%
35470	2	< 0.1%
35472	1	< 0.1%

Value	Count	Frequency (%)
53957	1	< 0.1%
53953	2	< 0.1%
53679	1	< 0.1%
53630	1	< 0.1%
53629	2	< 0.1%
53619	2	< 0.1%
53611	1	< 0.1%
53601	2	< 0.1%
53595	2	< 0.1%
53587	1	< 0.1%

foulName2
Categorical

HIGH CORRELATION
MISSING

Distinct	15
Distinct (%)	50.0%
Missing	8527
Missing (%)	99.6%
Memory size	67.0 KiB

Defensive Pass Interference	5
Offensive Holding	5
Defensive Holding	4
Unnecessary Roughness	2
Defensive Offside	2
Other values (10)	12

Length

Max length	27
Median length	23
Mean length	19.43333333
Min length	8

Characters and Unicode

Total characters	583
Distinct characters	39
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	26.7%

Sample

1st row	Unnecessary Roughness
2nd row	Face Mask (15 Yards)
3rd row	Tripping
4th row	Defensive Offside
5th row	Roughing the Passer

Common Values

Value	Count	Frequency (%)
Defensive Pass Interference	5	0.1%
Offensive Holding	5	0.1%
Defensive Holding	4	< 0.1%
Unnecessary Roughness	2	< 0.1%
Defensive Offside	2	< 0.1%
Roughing the Passer	2	< 0.1%
Unsportsmanlike Conduct	2	< 0.1%
Face Mask (15 Yards)	1	< 0.1%
Tripping	1	< 0.1%
Illegal Use of Hands	1	< 0.1%
Other values (5)	5	0.1%
(Missing)	8527	99.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
defensive	11	15.9%
holding	9	13.0%
interference	6	8.7%
offensive	6	8.7%
pass	6	8.7%
the	2	2.9%
illegal	2	2.9%
conduct	2	2.9%
unsportsmanlike	2	2.9%
passer	2	2.9%
Other values (17)	21	30.4%

Most occurring characters

Value	Count	Frequency (%)
e	88	15.1%
n	63	10.8%
s	52	8.9%
i	41	7.0%
	39	6.7%
f	35	6.0%
a	23	3.9%
o	22	3.8%
r	21	3.6%
g	20	3.4%
Other values (29)	179	30.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	475	81.5%
Uppercase Letter	65	11.1%
Space Separator	39	6.7%
Decimal Number	2	0.3%
Open Punctuation	1	0.2%
Close Punctuation	1	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	88	18.5%
n	63	13.3%
s	52	10.9%
i	41	8.6%
f	35	7.4%
a	23	4.8%
o	22	4.6%
r	21	4.4%
g	20	4.2%
l	19	4.0%
Other values (11)	91	19.2%

Uppercase Letter

Value	Count	Frequency (%)
D	12	18.5%
H	10	15.4%
I	9	13.8%
O	8	12.3%
P	8	12.3%
U	5	7.7%
R	4	6.2%
C	3	4.6%
T	2	3.1%
F	1	1.5%
Other values (3)	3	4.6%

Decimal Number

Value	Count	Frequency (%)
1	1	50.0%
5	1	50.0%

Space Separator

Value	Count	Frequency (%)
	39	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	540	92.6%
Common	43	7.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	88	16.3%
n	63	11.7%
s	52	9.6%
i	41	7.6%
f	35	6.5%
a	23	4.3%
o	22	4.1%
r	21	3.9%
g	20	3.7%
l	19	3.5%
Other values (24)	156	28.9%

Common

Value	Count	Frequency (%)
	39	90.7%
(	1	2.3%
1	1	2.3%
5	1	2.3%
)	1	2.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	583	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	88	15.1%
n	63	10.8%
s	52	8.9%
i	41	7.0%
	39	6.7%
f	35	6.0%
a	23	3.9%
o	22	3.8%
r	21	3.6%
g	20	3.4%
Other values (29)	179	30.7%

foulNFLId2
Real number (ℝ_≥0)

HIGH CORRELATION
MISSING

Distinct	30
Distinct (%)	100.0%
Missing	8527
Missing (%)	99.6%
Infinite	0
Infinite (%)	0.0%
Mean	47194.86667

Minimum	40107
Maximum	53679
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	40107
5-th percentile	43403.95
Q1	44968.5
median	46167
Q3	48082.5
95-th percentile	53452.3
Maximum	53679
Range	13572
Interquartile range (IQR)	3114

Descriptive statistics

Standard deviation	3523.955494
Coefficient of variation (CV)	0.07466819473
Kurtosis	-0.1879646186
Mean	47194.86667
Median Absolute Deviation (MAD)	1745
Skewness	0.6016879337
Sum	1415846
Variance	12418262.33
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=30)

Value	Count	Frequency (%)
45009	1	< 0.1%
43722	1	< 0.1%
43327	1	< 0.1%
48118	1	< 0.1%
46269	1	< 0.1%
40107	1	< 0.1%
46119	1	< 0.1%
52624	1	< 0.1%
46076	1	< 0.1%
53449	1	< 0.1%
Other values (20)	20	0.2%
(Missing)	8527	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
40107	1	< 0.1%
43327	1	< 0.1%
43498	1	< 0.1%
43694	1	< 0.1%
43722	1	< 0.1%
44815	1	< 0.1%
44875	1	< 0.1%
44955	1	< 0.1%
45009	1	< 0.1%
45069	1	< 0.1%

Value	Count	Frequency (%)
53679	1	< 0.1%
53455	1	< 0.1%
53449	1	< 0.1%
53446	1	< 0.1%
52624	1	< 0.1%
52587	1	< 0.1%
48556	1	< 0.1%
48118	1	< 0.1%
47976	1	< 0.1%
47913	1	< 0.1%

foulName3
Categorical

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	100.0%
Missing	8556
Missing (%)	> 99.9%
Memory size	67.0 KiB

Illegal Contact	1

Length

Max length	15
Median length	15
Mean length	15
Min length	15

Characters and Unicode

Total characters	15
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	Illegal Contact

Common Values

Value	Count	Frequency (%)
Illegal Contact	1	< 0.1%
(Missing)	8556	> 99.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
illegal	1	50.0%
contact	1	50.0%

Most occurring characters

Value	Count	Frequency (%)
l	3	20.0%
a	2	13.3%
t	2	13.3%
I	1	6.7%
e	1	6.7%
g	1	6.7%
	1	6.7%
C	1	6.7%
o	1	6.7%
n	1	6.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	12	80.0%
Uppercase Letter	2	13.3%
Space Separator	1	6.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	3	25.0%
a	2	16.7%
t	2	16.7%
e	1	8.3%
g	1	8.3%
o	1	8.3%
n	1	8.3%
c	1	8.3%

Uppercase Letter

Value	Count	Frequency (%)
I	1	50.0%
C	1	50.0%

Space Separator

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	14	93.3%
Common	1	6.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	3	21.4%
a	2	14.3%
t	2	14.3%
I	1	7.1%
e	1	7.1%
g	1	7.1%
C	1	7.1%
o	1	7.1%
n	1	7.1%
c	1	7.1%

Common

Value	Count	Frequency (%)
	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	15	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	3	20.0%
a	2	13.3%
t	2	13.3%
I	1	6.7%
e	1	6.7%
g	1	6.7%
	1	6.7%
C	1	6.7%
o	1	6.7%
n	1	6.7%

foulNFLId3
Categorical

CONSTANT
MISSING
REJECTED

Distinct	1
Distinct (%)	100.0%
Missing	8556
Missing (%)	> 99.9%
Memory size	67.0 KiB

46190.0	1

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	7
Distinct characters	6
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	100.0%

Sample

1st row	46190.0

Common Values

Value	Count	Frequency (%)
46190.0	1	< 0.1%
(Missing)	8556	> 99.9%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
46190.0	1	100.0%

Most occurring characters

Value	Count	Frequency (%)
0	2	28.6%
4	1	14.3%
6	1	14.3%
1	1	14.3%
9	1	14.3%
.	1	14.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	6	85.7%
Other Punctuation	1	14.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	2	33.3%
4	1	16.7%
6	1	16.7%
1	1	16.7%
9	1	16.7%

Other Punctuation

Value	Count	Frequency (%)
.	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	7	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	2	28.6%
4	1	14.3%
6	1	14.3%
1	1	14.3%
9	1	14.3%
.	1	14.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	2	28.6%
4	1	14.3%
6	1	14.3%
1	1	14.3%
9	1	14.3%
.	1	14.3%

absoluteYardlineNumber
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	99
Distinct (%)	1.2%
Missing	1
Missing (%)	< 0.1%
Infinite	0
Infinite (%)	0.0%
Mean	59.24719495

Minimum	11
Maximum	109
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	11
5-th percentile	21
Q1	40
median	59
Q3	79
95-th percentile	98
Maximum	109
Range	98
Interquartile range (IQR)	39

Descriptive statistics

Standard deviation	23.65844575
Coefficient of variation (CV)	0.3993175672
Kurtosis	-0.9178249189
Mean	59.24719495
Median Absolute Deviation (MAD)	19
Skewness	0.04969880969
Sum	506919
Variance	559.7220553
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
35	344	4.0%
85	311	3.6%
50	146	1.7%
54	130	1.5%
72	126	1.5%
42	126	1.5%
62	125	1.5%
60	125	1.5%
48	125	1.5%
43	124	1.4%
Other values (89)	6874	80.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
11	21	0.2%
12	41	0.5%
13	25	0.3%
14	22	0.3%
15	52	0.6%
16	30	0.4%
17	39	0.5%
18	34	0.4%
19	53	0.6%
20	68	0.8%

Value	Count	Frequency (%)
109	29	0.3%
108	32	0.4%
107	47	0.5%
106	33	0.4%
105	36	0.4%
104	40	0.5%
103	31	0.4%
102	43	0.5%
101	45	0.5%
100	40	0.5%

offenseFormation
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	0.1%
Missing	7
Missing (%)	0.1%
Memory size	67.0 KiB

SHOTGUN	5481
EMPTY	1396
SINGLEBACK	1189
I_FORM	298
PISTOL	154
Other values (2)	32

Length

Max length	10
Median length	7
Mean length	7.030760234
Min length	5

Characters and Unicode

Total characters	60113
Distinct characters	23
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SHOTGUN
2nd row	EMPTY
3rd row	SHOTGUN
4th row	SINGLEBACK
5th row	SHOTGUN

Common Values

Value	Count	Frequency (%)
SHOTGUN	5481	64.1%
EMPTY	1396	16.3%
SINGLEBACK	1189	13.9%
I_FORM	298	3.5%
PISTOL	154	1.8%
JUMBO	30	0.4%
WILDCAT	2	< 0.1%
(Missing)	7	0.1%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
shotgun	5481	64.1%
empty	1396	16.3%
singleback	1189	13.9%
i_form	298	3.5%
pistol	154	1.8%
jumbo	30	0.4%
wildcat	2	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
T	7033	11.7%
S	6824	11.4%
G	6670	11.1%
N	6670	11.1%
O	5963	9.9%
U	5511	9.2%
H	5481	9.1%
E	2585	4.3%
M	1724	2.9%
I	1643	2.7%
Other values (13)	10009	16.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	59815	99.5%
Connector Punctuation	298	0.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	7033	11.8%
S	6824	11.4%
G	6670	11.2%
N	6670	11.2%
O	5963	10.0%
U	5511	9.2%
H	5481	9.2%
E	2585	4.3%
M	1724	2.9%
I	1643	2.7%
Other values (12)	9711	16.2%

Connector Punctuation

Value	Count	Frequency (%)
_	298	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	59815	99.5%
Common	298	0.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	7033	11.8%
S	6824	11.4%
G	6670	11.2%
N	6670	11.2%
O	5963	10.0%
U	5511	9.2%
H	5481	9.2%
E	2585	4.3%
M	1724	2.9%
I	1643	2.7%
Other values (12)	9711	16.2%

Common

Value	Count	Frequency (%)
_	298	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	60113	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	7033	11.7%
S	6824	11.4%
G	6670	11.1%
N	6670	11.1%
O	5963	9.9%
U	5511	9.2%
H	5481	9.1%
E	2585	4.3%
M	1724	2.9%
I	1643	2.7%
Other values (13)	10009	16.7%

personnelO
Categorical

HIGH CORRELATION

Distinct	30
Distinct (%)	0.4%
Missing	1
Missing (%)	< 0.1%
Memory size	67.0 KiB

1 RB, 1 TE, 3 WR	5750
1 RB, 2 TE, 2 WR	1501
2 RB, 1 TE, 2 WR	437
1 RB, 3 TE, 1 WR	227
1 RB, 0 TE, 4 WR	184
Other values (25)	457

Length

Max length	28
Median length	16
Mean length	16.09151473
Min length	16

Characters and Unicode

Total characters	137679
Distinct characters	18
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	1 RB, 1 TE, 3 WR
2nd row	1 RB, 2 TE, 2 WR
3rd row	0 RB, 2 TE, 3 WR
4th row	1 RB, 2 TE, 2 WR
5th row	1 RB, 1 TE, 3 WR

Common Values

Value	Count	Frequency (%)
1 RB, 1 TE, 3 WR	5750	67.2%
1 RB, 2 TE, 2 WR	1501	17.5%
2 RB, 1 TE, 2 WR	437	5.1%
1 RB, 3 TE, 1 WR	227	2.7%
1 RB, 0 TE, 4 WR	184	2.2%
2 RB, 2 TE, 1 WR	110	1.3%
0 RB, 1 TE, 4 WR	89	1.0%
2 RB, 0 TE, 3 WR	66	0.8%
6 OL, 1 RB, 1 TE, 2 WR	41	0.5%
0 RB, 2 TE, 3 WR	28	0.3%
Other values (20)	123	1.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
1	14477	28.1%
rb	8556	16.6%
te	8556	16.6%
wr	8553	16.6%
3	6109	11.8%
2	4371	8.5%
0	455	0.9%
4	274	0.5%
ol	96	0.2%
6	95	0.2%
Other values (5)	53	0.1%

Most occurring characters

Value	Count	Frequency (%)
	43039	31.3%
,	17243	12.5%
R	17112	12.4%
1	14480	10.5%
B	8591	6.2%
T	8556	6.2%
E	8556	6.2%
W	8556	6.2%
3	6109	4.4%
2	4371	3.2%
Other values (8)	1066	0.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	51598	37.5%
Space Separator	43039	31.3%
Decimal Number	25799	18.7%
Other Punctuation	17243	12.5%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
R	17112	33.2%
B	8591	16.6%
T	8556	16.6%
E	8556	16.6%
W	8556	16.6%
L	99	0.2%
O	96	0.2%
Q	32	0.1%

Decimal Number

Value	Count	Frequency (%)
1	14480	56.1%
3	6109	23.7%
2	4371	16.9%
0	455	1.8%
4	274	1.1%
6	95	0.4%
5	14	0.1%
7	1	< 0.1%

Space Separator

Value	Count	Frequency (%)
	43039	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	17243	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	86081	62.5%
Latin	51598	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
	43039	50.0%
,	17243	20.0%
1	14480	16.8%
3	6109	7.1%
2	4371	5.1%
0	455	0.5%
4	274	0.3%
6	95	0.1%
5	14	< 0.1%
7	1	< 0.1%

Latin

Value	Count	Frequency (%)
R	17112	33.2%
B	8591	16.6%
T	8556	16.6%
E	8556	16.6%
W	8556	16.6%
L	99	0.2%
O	96	0.2%
Q	32	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	137679	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	43039	31.3%
,	17243	12.5%
R	17112	12.4%
1	14480	10.5%
B	8591	6.2%
T	8556	6.2%
E	8556	6.2%
W	8556	6.2%
3	6109	4.4%
2	4371	3.2%
Other values (8)	1066	0.8%

defendersInBox
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	11
Distinct (%)	0.1%
Missing	7
Missing (%)	0.1%
Infinite	0
Infinite (%)	0.0%
Mean	6.022339181

Minimum	1
Maximum	11
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	67.0 KiB

Quantile statistics

Minimum	1
5-th percentile	4
Q1	5
median	6
Q3	7
95-th percentile	8
Maximum	11
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.005467171
Coefficient of variation (CV)	0.1669562508
Kurtosis	1.348878601
Mean	6.022339181
Median Absolute Deviation (MAD)	1
Skewness	0.09826135707
Sum	51491
Variance	1.010964232
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
6	4003	46.8%
7	1831	21.4%
5	1644	19.2%
4	486	5.7%
8	475	5.6%
3	50	0.6%
9	32	0.4%
11	13	0.2%
10	10	0.1%
2	5	0.1%
(Missing)	7	0.1%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	5	0.1%
3	50	0.6%
4	486	5.7%
5	1644	19.2%
6	4003	46.8%
7	1831	21.4%
8	475	5.6%
9	32	0.4%
10	10	0.1%

Value	Count	Frequency (%)
11	13	0.2%
10	10	0.1%
9	32	0.4%
8	475	5.6%
7	1831	21.4%
6	4003	46.8%
5	1644	19.2%
4	486	5.7%
3	50	0.6%
2	5	0.1%

personnelD
Categorical

HIGH CORRELATION

Distinct	29
Distinct (%)	0.3%
Missing	1
Missing (%)	< 0.1%
Memory size	67.0 KiB

4 DL, 2 LB, 5 DB	2420
2 DL, 4 LB, 5 DB	1541
3 DL, 3 LB, 5 DB	1147
2 DL, 3 LB, 6 DB	799
4 DL, 3 LB, 4 DB	682
Other values (24)	1967

Length

Max length	16
Median length	16
Mean length	16
Min length	16

Characters and Unicode

Total characters	136896
Distinct characters	14
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	2 ?
Unique (%)	< 0.1%

Sample

1st row	4 DL, 2 LB, 5 DB
2nd row	4 DL, 4 LB, 3 DB
3rd row	3 DL, 3 LB, 5 DB
4th row	4 DL, 3 LB, 4 DB
5th row	3 DL, 4 LB, 4 DB

Common Values

Value	Count	Frequency (%)
4 DL, 2 LB, 5 DB	2420	28.3%
2 DL, 4 LB, 5 DB	1541	18.0%
3 DL, 3 LB, 5 DB	1147	13.4%
2 DL, 3 LB, 6 DB	799	9.3%
4 DL, 3 LB, 4 DB	682	8.0%
3 DL, 4 LB, 4 DB	556	6.5%
4 DL, 1 LB, 6 DB	459	5.4%
3 DL, 2 LB, 6 DB	388	4.5%
1 DL, 4 LB, 6 DB	209	2.4%
1 DL, 5 LB, 5 DB	126	1.5%
Other values (19)	229	2.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
dl	8556	16.7%
lb	8556	16.7%
db	8556	16.7%
4	7246	14.1%
5	5522	10.8%
2	5301	10.3%
3	4797	9.3%
6	1871	3.6%
1	863	1.7%
7	56	0.1%
Other values (2)	12	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
	42780	31.2%
D	17112	12.5%
L	17112	12.5%
,	17112	12.5%
B	17112	12.5%
4	7246	5.3%
5	5522	4.0%
2	5301	3.9%
3	4797	3.5%
6	1871	1.4%
Other values (4)	931	0.7%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	51336	37.5%
Space Separator	42780	31.2%
Decimal Number	25668	18.8%
Other Punctuation	17112	12.5%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
4	7246	28.2%
5	5522	21.5%
2	5301	20.7%
3	4797	18.7%
6	1871	7.3%
1	863	3.4%
7	56	0.2%
0	6	< 0.1%
8	6	< 0.1%

Uppercase Letter

Value	Count	Frequency (%)
D	17112	33.3%
L	17112	33.3%
B	17112	33.3%

Space Separator

Value	Count	Frequency (%)
	42780	100.0%

Other Punctuation

Value	Count	Frequency (%)
,	17112	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	85560	62.5%
Latin	51336	37.5%

Most frequent character per script

Common

Value	Count	Frequency (%)
	42780	50.0%
,	17112	20.0%
4	7246	8.5%
5	5522	6.5%
2	5301	6.2%
3	4797	5.6%
6	1871	2.2%
1	863	1.0%
7	56	0.1%
0	6	< 0.1%

Latin

Value	Count	Frequency (%)
D	17112	33.3%
L	17112	33.3%
B	17112	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	136896	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	42780	31.2%
D	17112	12.5%
L	17112	12.5%
,	17112	12.5%
B	17112	12.5%
4	7246	5.3%
5	5522	4.0%
2	5301	3.9%
3	4797	3.5%
6	1871	1.4%
Other values (4)	931	0.7%

dropBackType
Categorical

HIGH CORRELATION
MISSING

Distinct	8
Distinct (%)	0.1%
Missing	528
Missing (%)	6.2%
Memory size	67.0 KiB

TRADITIONAL	6542
SCRAMBLE	899
DESIGNED_ROLLOUT_RIGHT	285
DESIGNED_ROLLOUT_LEFT	149
SCRAMBLE_ROLLOUT_RIGHT	125
Other values (3)	29

Length

Max length	22
Median length	11
Mean length	11.44015444
Min length	7

Characters and Unicode

Total characters	91853
Distinct characters	20
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	< 0.1%

Sample

1st row	TRADITIONAL
2nd row	TRADITIONAL
3rd row	TRADITIONAL
4th row	TRADITIONAL
5th row	TRADITIONAL

Common Values

Value	Count	Frequency (%)
TRADITIONAL	6542	76.5%
SCRAMBLE	899	10.5%
DESIGNED_ROLLOUT_RIGHT	285	3.3%
DESIGNED_ROLLOUT_LEFT	149	1.7%
SCRAMBLE_ROLLOUT_RIGHT	125	1.5%
SCRAMBLE_ROLLOUT_LEFT	23	0.3%
DESIGNED_RUN	5	0.1%
UNKNOWN	1	< 0.1%
(Missing)	528	6.2%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
traditional	6542	81.5%
scramble	899	11.2%
designed_rollout_right	285	3.5%
designed_rollout_left	149	1.9%
scramble_rollout_right	125	1.6%
scramble_rollout_left	23	0.3%
designed_run	5	0.1%
unknown	1	< 0.1%

Most occurring characters

Value	Count	Frequency (%)
T	14248	15.5%
A	14131	15.4%
I	13933	15.2%
L	8925	9.7%
R	8586	9.3%
O	7707	8.4%
D	7420	8.1%
N	6989	7.6%
E	2097	2.3%
S	1486	1.6%
Other values (10)	6331	6.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	90684	98.7%
Connector Punctuation	1169	1.3%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
T	14248	15.7%
A	14131	15.6%
I	13933	15.4%
L	8925	9.8%
R	8586	9.5%
O	7707	8.5%
D	7420	8.2%
N	6989	7.7%
E	2097	2.3%
S	1486	1.6%
Other values (9)	5162	5.7%

Connector Punctuation

Value	Count	Frequency (%)
_	1169	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	90684	98.7%
Common	1169	1.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
T	14248	15.7%
A	14131	15.6%
I	13933	15.4%
L	8925	9.8%
R	8586	9.5%
O	7707	8.5%
D	7420	8.2%
N	6989	7.7%
E	2097	2.3%
S	1486	1.6%
Other values (9)	5162	5.7%

Common

Value	Count	Frequency (%)
_	1169	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	91853	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
T	14248	15.5%
A	14131	15.4%
I	13933	15.2%
L	8925	9.7%
R	8586	9.3%
O	7707	8.4%
D	7420	8.1%
N	6989	7.6%
E	2097	2.3%
S	1486	1.6%
Other values (10)	6331	6.9%

pff_playAction
Categorical

HIGH CORRELATION

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

0	6519
1	2038

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8557
Distinct characters	2
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	0
2nd row	0
3rd row	0
4th row	1
5th row	0

Common Values

Value	Count	Frequency (%)
0	6519	76.2%
1	2038	23.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
0	6519	76.2%
1	2038	23.8%

Most occurring characters

Value	Count	Frequency (%)
0	6519	76.2%
1	2038	23.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8557	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	6519	76.2%
1	2038	23.8%

Most occurring scripts

Value	Count	Frequency (%)
Common	8557	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	6519	76.2%
1	2038	23.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8557	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	6519	76.2%
1	2038	23.8%

pff_passCoverage
Categorical

HIGH CORRELATION

Distinct	12
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

Cover-3	2665
Cover-1	2011
Cover-2	1085
Quarters	1033
Cover-6	805
Other values (7)	958

Length

Max length	13
Median length	7
Mean length	7.129367769
Min length	5

Characters and Unicode

Total characters	61006
Distinct characters	30
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Cover-1
2nd row	Cover-3
3rd row	Cover-3
4th row	Cover-3
5th row	Cover-3

Common Values

Value	Count	Frequency (%)
Cover-3	2665	31.1%
Cover-1	2011	23.5%
Cover-2	1085	12.7%
Quarters	1033	12.1%
Cover-6	805	9.4%
Red Zone	376	4.4%
Cover-0	270	3.2%
2-Man	200	2.3%
Bracket	47	0.5%
Prevent	32	0.4%
Other values (2)	33	0.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
cover-3	2665	29.7%
cover-1	2011	22.4%
cover-2	1085	12.1%
quarters	1033	11.5%
cover-6	805	9.0%
red	376	4.2%
zone	376	4.2%
cover-0	270	3.0%
2-man	200	2.2%
bracket	47	0.5%
Other values (4)	90	1.0%

Most occurring characters

Value	Count	Frequency (%)
r	8981	14.7%
e	8773	14.4%
o	7245	11.9%
-	7036	11.5%
v	6868	11.3%
C	6836	11.2%
3	2665	4.4%
1	2011	3.3%
a	1313	2.2%
2	1285	2.1%
Other values (20)	7993	13.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	37575	61.6%
Uppercase Letter	8958	14.7%
Dash Punctuation	7036	11.5%
Decimal Number	7036	11.5%
Space Separator	401	0.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	8981	23.9%
e	8773	23.3%
o	7245	19.3%
v	6868	18.3%
a	1313	3.5%
t	1112	3.0%
s	1049	2.8%
u	1041	2.8%
n	641	1.7%
d	376	1.0%
Other values (4)	176	0.5%

Uppercase Letter

Value	Count	Frequency (%)
C	6836	76.3%
Q	1033	11.5%
Z	376	4.2%
R	376	4.2%
M	208	2.3%
B	47	0.5%
P	32	0.4%
G	25	0.3%
L	25	0.3%

Decimal Number

Value	Count	Frequency (%)
3	2665	37.9%
1	2011	28.6%
2	1285	18.3%
6	805	11.4%
0	270	3.8%

Dash Punctuation

Value	Count	Frequency (%)
-	7036	100.0%

Space Separator

Value	Count	Frequency (%)
	401	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	46533	76.3%
Common	14473	23.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	8981	19.3%
e	8773	18.9%
o	7245	15.6%
v	6868	14.8%
C	6836	14.7%
a	1313	2.8%
t	1112	2.4%
s	1049	2.3%
u	1041	2.2%
Q	1033	2.2%
Other values (13)	2282	4.9%

Common

Value	Count	Frequency (%)
-	7036	48.6%
3	2665	18.4%
1	2011	13.9%
2	1285	8.9%
6	805	5.6%
	401	2.8%
0	270	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	61006	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	8981	14.7%
e	8773	14.4%
o	7245	11.9%
-	7036	11.5%
v	6868	11.3%
C	6836	11.2%
3	2665	4.4%
1	2011	3.3%
a	1313	2.2%
2	1285	2.1%
Other values (20)	7993	13.1%

pff_passCoverageType
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	67.0 KiB

Zone	5588
Man	2481
Other	488

Length

Max length	5
Median length	4
Mean length	3.76709127
Min length	3

Characters and Unicode

Total characters	32235
Distinct characters	10
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Man
2nd row	Zone
3rd row	Zone
4th row	Zone
5th row	Zone

Common Values

Value	Count	Frequency (%)
Zone	5588	65.3%
Man	2481	29.0%
Other	488	5.7%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
zone	5588	65.3%
man	2481	29.0%
other	488	5.7%

Most occurring characters

Value	Count	Frequency (%)
n	8069	25.0%
e	6076	18.8%
Z	5588	17.3%
o	5588	17.3%
M	2481	7.7%
a	2481	7.7%
O	488	1.5%
t	488	1.5%
h	488	1.5%
r	488	1.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	23678	73.5%
Uppercase Letter	8557	26.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	8069	34.1%
e	6076	25.7%
o	5588	23.6%
a	2481	10.5%
t	488	2.1%
h	488	2.1%
r	488	2.1%

Uppercase Letter

Value	Count	Frequency (%)
Z	5588	65.3%
M	2481	29.0%
O	488	5.7%

Most occurring scripts

Value	Count	Frequency (%)
Latin	32235	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	8069	25.0%
e	6076	18.8%
Z	5588	17.3%
o	5588	17.3%
M	2481	7.7%
a	2481	7.7%
O	488	1.5%
t	488	1.5%
h	488	1.5%
r	488	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	32235	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	8069	25.0%
e	6076	18.8%
Z	5588	17.3%
o	5588	17.3%
M	2481	7.7%
a	2481	7.7%
O	488	1.5%
t	488	1.5%
h	488	1.5%
r	488	1.5%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	gameId	playId	playDescription	quarter	down	yardsToGo	possessionTeam	defensiveTeam	yardlineSide	yardlineNumber	gameClock	passResult	penaltyYards	prePenaltyPlayResult	playResult	foulName1	foulNFLId1	foulName2	foulNFLId2	foulName3	foulNFLId3	absoluteYardlineNumber	offenseFormation	personnelO	defendersInBox	personnelD	dropBackType	pff_playAction	pff_passCoverage	pff_passCoverageType
0	2021090900	97	(13:33) (Shotgun) T.Brady pass incomplete deep right to C.Godwin.	1	3	2	TB	DAL	TB	33	13:33	I	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN	43.0	SHOTGUN	1 RB, 1 TE, 3 WR	6.0	4 DL, 2 LB, 5 DB	TRADITIONAL	0	Cover-1	Man
1	2021090900	137	(13:18) (Shotgun) D.Prescott pass deep left to A.Cooper pushed ob at DAL 30 for 28 yards (A.Winfield).	1	1	10	DAL	TB	DAL	2	13:18	C	NaN	28	28	NaN	NaN	NaN	NaN	NaN	NaN	108.0	EMPTY	1 RB, 2 TE, 2 WR	6.0	4 DL, 4 LB, 3 DB	TRADITIONAL	0	Cover-3	Zone
2	2021090900	187	(12:23) (Shotgun) D.Prescott pass short middle to D.Schultz to DAL 39 for 5 yards (D.White).	1	2	6	DAL	TB	DAL	34	12:23	C	NaN	5	5	NaN	NaN	NaN	NaN	NaN	NaN	76.0	SHOTGUN	0 RB, 2 TE, 3 WR	6.0	3 DL, 3 LB, 5 DB	TRADITIONAL	0	Cover-3	Zone
3	2021090900	282	(9:56) D.Prescott pass incomplete deep left to C.Lamb.	1	1	10	DAL	TB	TB	39	09:56	I	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN	49.0	SINGLEBACK	1 RB, 2 TE, 2 WR	6.0	4 DL, 3 LB, 4 DB	TRADITIONAL	1	Cover-3	Zone
4	2021090900	349	(9:46) (Shotgun) D.Prescott pass incomplete short left to C.Lamb [L.David].	1	3	15	DAL	TB	TB	44	09:46	I	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN	54.0	SHOTGUN	1 RB, 1 TE, 3 WR	7.0	3 DL, 4 LB, 4 DB	TRADITIONAL	0	Cover-3	Zone
5	2021090900	410	(8:53) (Shotgun) T.Brady pass short middle to M.Evans to TB 21 for 10 yards (T.Diggs).	1	2	5	TB	DAL	TB	11	08:53	C	NaN	10	10	NaN	NaN	NaN	NaN	NaN	NaN	21.0	EMPTY	1 RB, 1 TE, 3 WR	6.0	4 DL, 2 LB, 5 DB	TRADITIONAL	0	Cover-1	Man
6	2021090900	434	(8:24) (No Huddle, Shotgun) T.Brady pass incomplete short left to M.Evans.	1	1	10	TB	DAL	TB	21	08:24	I	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN	31.0	SHOTGUN	1 RB, 1 TE, 3 WR	6.0	4 DL, 2 LB, 5 DB	TRADITIONAL	0	Cover-3	Zone
7	2021090900	456	(8:20) (Shotgun) T.Brady pass deep middle to R.Gronkowski to TB 40 for 19 yards (D.Kazee).	1	2	10	TB	DAL	TB	21	08:20	C	NaN	19	19	NaN	NaN	NaN	NaN	NaN	NaN	31.0	SHOTGUN	1 RB, 1 TE, 3 WR	6.0	4 DL, 2 LB, 5 DB	TRADITIONAL	0	Cover-6	Zone
8	2021090900	480	(7:53) (No Huddle, Shotgun) T.Brady pass deep right to A.Brown ran ob at DAL 32 for 28 yards (A.Brown).	1	1	10	TB	DAL	TB	40	07:53	C	NaN	28	28	NaN	NaN	NaN	NaN	NaN	NaN	50.0	SHOTGUN	1 RB, 1 TE, 3 WR	6.0	4 DL, 2 LB, 5 DB	TRADITIONAL	0	Cover-3	Zone
9	2021090900	509	(7:30) (No Huddle, Shotgun) T.Brady pass short right to A.Brown pushed ob at DAL 16 for 16 yards (A.Brown; K.Neal).	1	1	10	TB	DAL	DAL	32	07:30	C	NaN	16	16	NaN	NaN	NaN	NaN	NaN	NaN	78.0	SHOTGUN	1 RB, 1 TE, 3 WR	6.0	4 DL, 2 LB, 5 DB	TRADITIONAL	0	Quarters	Zone

Last rows

	gameId	playId	playDescription	quarter	down	yardsToGo	possessionTeam	defensiveTeam	yardlineSide	yardlineNumber	gameClock	preSnapHomeScore	preSnapVisitorScore	passResult	penaltyYards	prePenaltyPlayResult	playResult	foulName1	foulNFLId1	foulName2	foulNFLId2	foulName3	foulNFLId3	absoluteYardlineNumber	offenseFormation	personnelO	defendersInBox	personnelD	dropBackType	pff_passCoverage	pff_passCoverageType
8547	2021110100	3955	(4:54) (Shotgun) D.Jones pass incomplete short middle to D.Booker.	4	3	7	NYG	KC	NYG	42	04:54	17	17	I	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN	52.0	SHOTGUN	1 RB, 1 TE, 3 WR	5.0	4 DL, 1 LB, 6 DB	SCRAMBLE	Cover-1	Man
8548	2021110100	4016	(4:41) (Shotgun) P.Mahomes pass incomplete short left to T.Kelce [O.Ximines]. PENALTY on KC-O.Brown, Offensive Holding, 10 yards, enforced at KC 29 - No Play.	4	1	10	KC	NYG	KC	29	04:41	17	17	I	-10.0	0	-10	Offensive Holding	46152.0	NaN	NaN	NaN	NaN	81.0	EMPTY	1 RB, 1 TE, 3 WR	5.0	2 DL, 4 LB, 5 DB	NaN	Cover-3	Zone
8549	2021110100	4049	(4:34) (Shotgun) P.Mahomes pass incomplete short right [O.Ximines].	4	1	20	KC	NYG	KC	19	04:34	17	17	I	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN	91.0	SHOTGUN	1 RB, 1 TE, 3 WR	5.0	1 DL, 4 LB, 6 DB	DESIGNED_ROLLOUT_RIGHT	Cover-2	Zone
8550	2021110100	4071	(4:29) (Shotgun) P.Mahomes pass short right intended for B.Pringle INTERCEPTED by D.Holmes at KC 34. D.Holmes to KC 34 for no gain (B.Pringle). PENALTY on NYG-O.Ximines, Defensive Offside, 5 yards, enforced at KC 19 - No Play.	4	2	20	KC	NYG	KC	19	04:29	17	17	IN	5.0	0	0	Defensive Offside	47878.0	NaN	NaN	NaN	NaN	91.0	SHOTGUN	1 RB, 1 TE, 3 WR	4.0	1 DL, 4 LB, 6 DB	NaN	Cover-2	Zone
8551	2021110100	4113	(4:22) (Shotgun) P.Mahomes pass short right to T.Kelce to KC 38 for 14 yards (L.Ryan). PENALTY on NYG-T.Crowder, Face Mask (15 Yards), 15 yards, enforced at KC 38.	4	2	15	KC	NYG	KC	24	04:22	17	17	C	15.0	14	29	Face Mask (15 Yards)	52663.0	NaN	NaN	NaN	NaN	86.0	SHOTGUN	1 RB, 1 TE, 3 WR	4.0	1 DL, 4 LB, 6 DB	TRADITIONAL	Cover-2	Zone
8552	2021110100	4310	(1:56) (Shotgun) P.Mahomes sacked at NYG 16 for -8 yards (K.Crossen).	4	3	8	KC	NYG	NYG	8	01:56	17	17	S	NaN	-8	-8	NaN	NaN	NaN	NaN	NaN	NaN	18.0	SHOTGUN	1 RB, 1 TE, 3 WR	4.0	1 DL, 3 LB, 7 DB	SCRAMBLE	Bracket	Other
8553	2021110100	4363	(1:07) (Shotgun) D.Jones pass short right to E.Engram pushed ob at NYG 28 for 3 yards (L.Sneed).	4	1	10	NYG	KC	NYG	25	01:07	20	17	C	NaN	3	3	NaN	NaN	NaN	NaN	NaN	NaN	35.0	SHOTGUN	1 RB, 1 TE, 3 WR	5.0	4 DL, 1 LB, 6 DB	SCRAMBLE	Cover-2	Zone
8554	2021110100	4392	(1:01) (No Huddle, Shotgun) D.Jones sacked at NYG 20 for -8 yards (C.Jones).	4	2	7	NYG	KC	NYG	28	01:01	20	17	S	NaN	-8	-8	NaN	NaN	NaN	NaN	NaN	NaN	38.0	SHOTGUN	1 RB, 1 TE, 3 WR	6.0	4 DL, 1 LB, 6 DB	TRADITIONAL	Cover-2	Zone
8555	2021110100	4411	(:39) (No Huddle, Shotgun) D.Jones pass incomplete short right to E.Engram.	4	3	15	NYG	KC	NYG	20	00:39	20	17	I	NaN	0	0	NaN	NaN	NaN	NaN	NaN	NaN	30.0	SHOTGUN	1 RB, 1 TE, 3 WR	5.0	4 DL, 1 LB, 6 DB	TRADITIONAL	Cover-2	Zone
8556	2021110100	4433	(:35) (Shotgun) D.Jones sacked at NYG 14 for -6 yards (F.Clark). FUMBLES (F.Clark) [F.Clark], recovered by NYG-B.Price at NYG 15.	4	4	15	NYG	KC	NYG	20	00:35	20	17	S	NaN	-5	-5	NaN	NaN	NaN	NaN	NaN	NaN	30.0	SHOTGUN	1 RB, 1 TE, 3 WR	6.0	4 DL, 1 LB, 6 DB	TRADITIONAL	Quarters	Zone

Overview

Variables

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Close Punctuation

Open Punctuation

Space Separator

Dash Punctuation

Math Symbol

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Category Frequency Plot

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts

Most frequent character per script

Latin

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Most occurring scripts